cultural-reach

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Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation

arXiv cs.CL · 4d ago Cached

This paper proposes a human-grounded framework to measure distributional breadth (cultural reach) of LLM-generated content in open-ended tasks, introducing metrics LLM Coverage and In-Boundary Rate. Experiments show current LLMs produce plausible but narrow content concentrated near the center of human response space.

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